MUMBAI—The arrival of a new government in India has brought optimism to the economy and could mark the end of a three-year slowdown in capital raising as firms aim to sell about $25 billion of shares this year, bankers say.

Indian companies lining up to sell stock again are aiming to ride investors' euphoria over the country's anticipated economic rebound. Global investors have poured billions into Indian stocks, hoping that a new...